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Power load hierarchical clustering method and device, computer equipment and storage medium

A power load and hierarchical clustering technology, applied to computer components, calculations, instruments, etc., can solve problems such as different situations, formulation of response control strategies, and inability to identify load types

Inactive Publication Date: 2019-12-06
GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD
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  • Abstract
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  • Claims
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Problems solved by technology

However, due to the large number of residential users and different situations, it is impossible to identify the load type in a targeted manner and formulate response control strategies

Method used

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  • Power load hierarchical clustering method and device, computer equipment and storage medium
  • Power load hierarchical clustering method and device, computer equipment and storage medium
  • Power load hierarchical clustering method and device, computer equipment and storage medium

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Embodiment Construction

[0020] In order to facilitate the understanding of the present invention, the present invention will be described more fully below with reference to the associated drawings. Preferred embodiments of the invention are shown in the accompanying drawings. However, the present invention can be embodied in many different forms and is not limited to the embodiments described herein. On the contrary, the purpose of providing these embodiments is to make the disclosure of the present invention more thorough and comprehensive.

[0021] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field of the invention. The terminology used herein in the description of the present invention is only for the purpose of describing specific embodiments, and is not intended to limit the present invention. As used herein, the term "and / or" includes any and all combinations of one or more of th...

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Abstract

The invention relates to a power load hierarchical clustering method and device, computer equipment and a storage medium. The power load hierarchical clustering method comprises the steps: obtaining power load data of a user; performing clustering analysis processing on the power load data to obtain initial clustering data; updating the initial clustering data based on an adaptive K-means algorithm to obtain updated clustering data; and carrying out visual analysis processing on the updated clustering data. According to the power load hierarchical clustering method and device, the power load data is classified, and the updated data is subjected to visual analysis processing, so that the power load types can be accurately obtained, and the power system can make corresponding response regulation and control strategies for different power load types.

Description

technical field [0001] The present invention relates to the technical field of power systems, in particular to a method, device, computer equipment and storage medium for hierarchical clustering of power loads. Background technique [0002] With the continuous development of communication technology and automation technology, the control of the power load on the demand side can no longer be a simple power cut, but a fine-grained control of load parameter settings, thereby changing the load form. Effectively and timely adjusting the load setting parameters and changing the load pattern can not only avoid the waste of investment caused by coping with the peak power consumption, but also provide a certain backup support for the large-scale access of distributed new energy power sources and maintain the stability of the power grid. [0003] Demand Response (Demand Response) has been extensively researched and applied as a way to quickly adjust load. Direct load control (Direct ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06Q50/06
CPCG06Q50/06G06F18/23213
Inventor 陈坤岑海凤许苑王珂李涛
Owner GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD
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